Geekbench ML Score

279
TensorFlow Lite GPU Inference Score
Geekbench ML 0.6.0 for Android AArch64

Result Information

Upload Date July 25 2024 09:31 PM
Views 1

System Information

System Information
Operating System Android 13
Model motorola motorola edge 40 neo
Model IDmotorola motorola edge 40 neo
Motherboard manaus
CPU Information
Name ARM ARMv8
Topology 1 Processor, 8 Cores
Identifier ARM implementer 65 architecture 8 variant 1 part 3393 revision 0
Base Frequency 2.00 GHz
Cluster 16 Cores @ 2.00 GHz
Cluster 22 Cores @ 2.50 GHz
Memory Information
Size 11.19 GB
Inference Information
Framework TensorFlow Lite
Backend GPU
Device Default

Inference Performance

Workload Accuracy Score
Image Classification (F32)
100% 144
26.9 IPS
 
Image Classification (F16)
100% 229
42.8 IPS
 
Image Classification (I8)
97% 197
36.8 IPS
 
Image Segmentation (F32)
100% 199
3.33 IPS
 
Image Segmentation (F16)
100% 288
4.81 IPS
 
Image Segmentation (I8)
98% 289
4.83 IPS
 
Pose Estimation (F32)
100% 161
0.20 IPS
 
Pose Estimation (F16)
100% 255
0.31 IPS
 
Pose Estimation (I8)
100% 254
0.31 IPS
 
Object Detection (F32)
100% 130
9.72 IPS
 
Object Detection (F16)
100% 199
14.8 IPS
 
Object Detection (I8)
62% 190
14.2 IPS
 
Face Detection (F32)
100% 344
4.09 IPS
 
Face Detection (F16)
98% 510
6.07 IPS
 
Face Detection (I8)
86% 482
5.73 IPS
 
Depth Estimation (F32)
100% 325
2.52 IPS
 
Depth Estimation (F16)
100% 397
3.08 IPS
 
Depth Estimation (I8)
95% 397
3.08 IPS
 
Style Transfer (F32)
100% 721
0.95 IPS
 
Style Transfer (F16)
100% 994
1.31 IPS
 
Style Transfer (I8)
98% 995
1.31 IPS
 
Image Super-Resolution (F32)
100% 151
5.38 IPS
 
Image Super-Resolution (F16)
100% 207
7.39 IPS
 
Image Super-Resolution (I8)
98% 208
7.43 IPS
 
Text Classification (F32)
100% 160
230.0 IPS
 
Text Classification (F16)
100% 165
236.4 IPS
 
Text Classification (I8)
92% 333
478.5 IPS
 
Machine Translation (F32)
100% 293
5.40 IPS
 
Machine Translation (F16)
100% 295
5.42 IPS
 
Machine Translation (I8)
64% 295
5.42 IPS
 

Compare

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